Dataset statistics
| Number of variables | 45 |
|---|---|
| Number of observations | 123504 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 72.6 MiB |
| Average record size in memory | 616.0 B |
Variable types
| NUM | 25 |
|---|---|
| BOOL | 13 |
| CAT | 7 |
Reproduction
| Analysis started | 2022-02-12 13:55:53.881280 |
|---|---|
| Analysis finished | 2022-02-12 13:59:30.026380 |
| Duration | 3 minutes and 36.15 seconds |
| Version | pandas-profiling v2.7.1 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
Snapshotdate has a high cardinality: 79 distinct values | High cardinality |
PeriodDate has a high cardinality: 79 distinct values | High cardinality |
MacroMergeKey has a high cardinality: 79 distinct values | High cardinality |
RepDate has a high cardinality: 79 distinct values | High cardinality |
unemployment_lag8 is highly correlated with unemployment_lag6 | High correlation |
unemployment_lag6 is highly correlated with unemployment_lag8 | High correlation |
house_prices_all is highly correlated with house_purchase_prices | High correlation |
house_purchase_prices is highly correlated with house_prices_all | High correlation |
real_gdp is highly correlated with nominal_gdp_lag8 | High correlation |
nominal_gdp_lag8 is highly correlated with real_gdp | High correlation |
Quarter_Period is highly correlated with PeriodDate and 1 other fields | High correlation |
PeriodDate is highly correlated with Quarter_Period and 1 other fields | High correlation |
MacroMergeKey is highly correlated with PeriodDate and 1 other fields | High correlation |
RepDate is highly correlated with Snapshotdate | High correlation |
Snapshotdate is highly correlated with RepDate | High correlation |
foliolossrate is highly skewed (γ1 = 24.89867116) | Skewed |
foliolossrateLag1 is highly skewed (γ1 = 24.97215878) | Skewed |
foliolossrateLag2 is highly skewed (γ1 = 25.04617602) | Skewed |
foliolossrateLag3 is highly skewed (γ1 = 25.05261385) | Skewed |
foliolossrateLag4 is highly skewed (γ1 = 25.12720892) | Skewed |
foliolossrate has 88260 (71.5%) zeros | Zeros |
foliolossrateLag1 has 88291 (71.5%) zeros | Zeros |
foliolossrateLag2 has 88322 (71.5%) zeros | Zeros |
foliolossrateLag3 has 88348 (71.5%) zeros | Zeros |
foliolossrateLag4 has 88379 (71.6%) zeros | Zeros |
MovingAverage has 48089 (38.9%) zeros | Zeros |
FDICCert
Real number (ℝ≥0)
| Distinct count | 154 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 314.88355033035367 |
|---|---|
| Minimum | 35 |
| Maximum | 847 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 482.6 KiB |
Quantile statistics
| Minimum | 35 |
|---|---|
| 5-th percentile | 51 |
| Q1 | 170 |
| median | 284 |
| Q3 | 420 |
| 95-th percentile | 737 |
| Maximum | 847 |
| Range | 812 |
| Interquartile range (IQR) | 250 |
Descriptive statistics
| Standard deviation | 201.3433469 |
|---|---|
| Coefficient of variation (CV) | 0.6394216105 |
| Kurtosis | 0.09293437099 |
| Mean | 314.8835503 |
| Median Absolute Deviation (MAD) | 130 |
| Skewness | 0.8140019517 |
| Sum | 38889378 |
| Variance | 40539.14333 |
| Value | Count | Frequency (%) | |
| 256 | 882 | 0.7% | |
| 231 | 882 | 0.7% | |
| 428 | 882 | 0.7% | |
| 172 | 882 | 0.7% | |
| 363 | 882 | 0.7% | |
| 235 | 882 | 0.7% | |
| 107 | 882 | 0.7% | |
| 618 | 882 | 0.7% | |
| 234 | 882 | 0.7% | |
| 170 | 882 | 0.7% | |
| Other values (144) | 114684 | 92.9% |
| Value | Count | Frequency (%) | |
| 35 | 882 | 0.7% | |
| 39 | 882 | 0.7% | |
| 41 | 882 | 0.7% | |
| 46 | 882 | 0.7% | |
| 47 | 834 | 0.7% |
| Value | Count | Frequency (%) | |
| 847 | 882 | 0.7% | |
| 845 | 882 | 0.7% | |
| 829 | 810 | 0.7% | |
| 823 | 882 | 0.7% | |
| 769 | 882 | 0.7% |
| Distinct count | 79 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 965.0 KiB |
| 12/31/2002 | 1848 |
|---|---|
| 6/30/2006 | 1848 |
| 6/30/2003 | 1848 |
| 12/31/2005 | 1848 |
| 12/31/2003 | 1848 |
| Other values (74) |
| Value | Count | Frequency (%) | |
| 12/31/2002 | 1848 | 1.5% | |
| 6/30/2006 | 1848 | 1.5% | |
| 6/30/2003 | 1848 | 1.5% | |
| 12/31/2005 | 1848 | 1.5% | |
| 12/31/2003 | 1848 | 1.5% | |
| 6/30/2002 | 1848 | 1.5% | |
| 3/31/2005 | 1848 | 1.5% | |
| 3/31/2006 | 1848 | 1.5% | |
| 9/30/2004 | 1848 | 1.5% | |
| 12/31/2001 | 1848 | 1.5% | |
| Other values (69) | 105024 | 85.0% |
Length
| Max length | 10 |
|---|---|
| Mean length | 9.251870385 |
| Min length | 9 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 10 | 90.9% | |
| Other_Punctuation | 1 | 9.1% |
| Value | Count | Frequency (%) | |
| Common | 11 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 11 | 100.0% |
| Distinct count | 79 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 965.0 KiB |
| 3/31/2006 | 1848 |
|---|---|
| 12/31/2007 | 1848 |
| 6/30/2005 | 1848 |
| 3/31/2008 | 1848 |
| 9/30/2007 | 1848 |
| Other values (74) |
| Value | Count | Frequency (%) | |
| 3/31/2006 | 1848 | 1.5% | |
| 12/31/2007 | 1848 | 1.5% | |
| 6/30/2005 | 1848 | 1.5% | |
| 3/31/2008 | 1848 | 1.5% | |
| 9/30/2007 | 1848 | 1.5% | |
| 6/30/2006 | 1848 | 1.5% | |
| 9/30/2004 | 1848 | 1.5% | |
| 9/30/2005 | 1848 | 1.5% | |
| 3/31/2005 | 1848 | 1.5% | |
| 6/30/2007 | 1848 | 1.5% | |
| Other values (69) | 105024 | 85.0% |
Length
| Max length | 10 |
|---|---|
| Mean length | 9.248591139 |
| Min length | 9 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 10 | 90.9% | |
| Other_Punctuation | 1 | 9.1% |
| Value | Count | Frequency (%) | |
| Common | 11 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 11 | 100.0% |
Period
Categorical
| Distinct count | 12 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 965.0 KiB |
| P1 | 11139 |
|---|---|
| P2 | 10985 |
| P3 | 10831 |
| P4 | 10677 |
| P5 | 10523 |
| Other values (7) |
| Value | Count | Frequency (%) | |
| P1 | 11139 | 9.0% | |
| P2 | 10985 | 8.9% | |
| P3 | 10831 | 8.8% | |
| P4 | 10677 | 8.6% | |
| P5 | 10523 | 8.5% | |
| P6 | 10369 | 8.4% | |
| P7 | 10215 | 8.3% | |
| P8 | 10061 | 8.1% | |
| P9 | 9907 | 8.0% | |
| P10 | 9753 | 7.9% | |
| Other values (2) | 19044 | 15.4% |
Length
| Max length | 3 |
|---|---|
| Mean length | 2.233166537 |
| Min length | 2 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 10 | 90.9% | |
| Uppercase_Letter | 1 | 9.1% |
| Value | Count | Frequency (%) | |
| Common | 10 | 90.9% | |
| Latin | 1 | 9.1% |
| Value | Count | Frequency (%) | |
| ASCII | 11 | 100.0% |
| Distinct count | 394 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.002085827179686488 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.6563 |
| Zeros | 88260 |
| Zeros (%) | 71.5% |
| Memory size | 965.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.0003 |
| 95-th percentile | 0.0094 |
| Maximum | 0.6563 |
| Range | 0.6563 |
| Interquartile range (IQR) | 0.0003 |
Descriptive statistics
| Standard deviation | 0.01241149338 |
|---|---|
| Coefficient of variation (CV) | 5.950393925 |
| Kurtosis | 985.8648979 |
| Mean | 0.00208582718 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 24.89867116 |
| Sum | 257.608 |
| Variance | 0.0001540451679 |
| Value | Count | Frequency (%) | |
| 0 | 88260 | 71.5% | |
| 0.0001 | 2118 | 1.7% | |
| 0.0002 | 1805 | 1.5% | |
| 0.0003 | 1599 | 1.3% | |
| 0.0004 | 1542 | 1.2% | |
| 0.0005 | 1190 | 1.0% | |
| 0.0006 | 1003 | 0.8% | |
| 0.0007 | 912 | 0.7% | |
| 0.0008 | 907 | 0.7% | |
| 0.0009 | 788 | 0.6% | |
| Other values (384) | 23380 | 18.9% |
| Value | Count | Frequency (%) | |
| 0 | 88260 | 71.5% | |
| 0.0001 | 2118 | 1.7% | |
| 0.0002 | 1805 | 1.5% | |
| 0.0003 | 1599 | 1.3% | |
| 0.0004 | 1542 | 1.2% |
| Value | Count | Frequency (%) | |
| 0.6563 | 12 | < 0.1% | |
| 0.4094 | 12 | < 0.1% | |
| 0.3502 | 1 | < 0.1% | |
| 0.3365 | 12 | < 0.1% | |
| 0.225 | 12 | < 0.1% |
TotalAssets
Real number (ℝ≥0)
| Distinct count | 10957 |
|---|---|
| Unique (%) | 8.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 219956.99324718228 |
|---|---|
| Minimum | 12888 |
| Maximum | 3291676 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 482.6 KiB |
Quantile statistics
| Minimum | 12888 |
|---|---|
| 5-th percentile | 32492 |
| Q1 | 66656 |
| median | 124593 |
| Q3 | 237428 |
| 95-th percentile | 776790 |
| Maximum | 3291676 |
| Range | 3278788 |
| Interquartile range (IQR) | 170772 |
Descriptive statistics
| Standard deviation | 292515.3581 |
|---|---|
| Coefficient of variation (CV) | 1.329875235 |
| Kurtosis | 21.55434127 |
| Mean | 219956.9932 |
| Median Absolute Deviation (MAD) | 68531 |
| Skewness | 3.87835666 |
| Sum | 2.716556849e+10 |
| Variance | 8.556523474e+10 |
| Value | Count | Frequency (%) | |
| 109916 | 36 | < 0.1% | |
| 38734 | 36 | < 0.1% | |
| 75318 | 36 | < 0.1% | |
| 57709 | 35 | < 0.1% | |
| 64083 | 28 | < 0.1% | |
| 143454 | 24 | < 0.1% | |
| 192969 | 24 | < 0.1% | |
| 33588 | 24 | < 0.1% | |
| 38533 | 24 | < 0.1% | |
| 77826 | 24 | < 0.1% | |
| Other values (10947) | 123213 | 99.8% |
| Value | Count | Frequency (%) | |
| 12888 | 12 | < 0.1% | |
| 13265 | 12 | < 0.1% | |
| 13628 | 12 | < 0.1% | |
| 13772 | 12 | < 0.1% | |
| 13943 | 12 | < 0.1% |
| Value | Count | Frequency (%) | |
| 3291676 | 7 | < 0.1% | |
| 3279239 | 5 | < 0.1% | |
| 3224360 | 1 | < 0.1% | |
| 3204143 | 4 | < 0.1% | |
| 3191429 | 9 | < 0.1% |
folioloan
Real number (ℝ≥0)
| Distinct count | 9114 |
|---|---|
| Unique (%) | 7.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17339.178010428812 |
|---|---|
| Minimum | 252 |
| Maximum | 667768 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 482.6 KiB |
Quantile statistics
| Minimum | 252 |
|---|---|
| 5-th percentile | 1406 |
| Q1 | 4008 |
| median | 8709 |
| Q3 | 18500.5 |
| 95-th percentile | 62136 |
| Maximum | 667768 |
| Range | 667516 |
| Interquartile range (IQR) | 14492.5 |
Descriptive statistics
| Standard deviation | 29116.91673 |
|---|---|
| Coefficient of variation (CV) | 1.679255886 |
| Kurtosis | 60.61486003 |
| Mean | 17339.17801 |
| Median Absolute Deviation (MAD) | 5830 |
| Skewness | 6.135683878 |
| Sum | 2141457841 |
| Variance | 847794839.7 |
| Value | Count | Frequency (%) | |
| 2873 | 72 | 0.1% | |
| 2042 | 60 | < 0.1% | |
| 4008 | 60 | < 0.1% | |
| 2063 | 60 | < 0.1% | |
| 2646 | 58 | < 0.1% | |
| 2898 | 56 | < 0.1% | |
| 1617 | 55 | < 0.1% | |
| 2836 | 49 | < 0.1% | |
| 3548 | 48 | < 0.1% | |
| 8352 | 48 | < 0.1% | |
| Other values (9104) | 122938 | 99.5% |
| Value | Count | Frequency (%) | |
| 252 | 12 | < 0.1% | |
| 261 | 12 | < 0.1% | |
| 270 | 12 | < 0.1% | |
| 278 | 12 | < 0.1% | |
| 300 | 12 | < 0.1% |
| Value | Count | Frequency (%) | |
| 667768 | 1 | < 0.1% | |
| 619449 | 3 | < 0.1% | |
| 597301 | 4 | < 0.1% | |
| 580734 | 2 | < 0.1% | |
| 449812 | 4 | < 0.1% |
State
Categorical
| Distinct count | 21 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 965.0 KiB |
| IA | |
|---|---|
| KY | |
| AL | |
| GA | |
| OK | |
| Other values (16) |
| Value | Count | Frequency (%) | |
| IA | 17358 | 14.1% | |
| KY | 14406 | 11.7% | |
| AL | 13296 | 10.8% | |
| GA | 12414 | 10.1% | |
| OK | 11604 | 9.4% | |
| AR | 10818 | 8.8% | |
| SD | 6432 | 5.2% | |
| MT | 5442 | 4.4% | |
| OH | 5292 | 4.3% | |
| PA | 4920 | 4.0% | |
| Other values (11) | 21522 | 17.4% |
Length
| Max length | 2 |
|---|---|
| Mean length | 2 |
| Min length | 2 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 20 | 100.0% |
| Value | Count | Frequency (%) | |
| Latin | 20 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 20 | 100.0% |
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 482.6 KiB |
| 2 | |
|---|---|
| 1 | |
| 4 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 31398 | 25.4% | |
| 1 | 31044 | 25.1% | |
| 4 | 30702 | 24.9% | |
| 3 | 30360 | 24.6% |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 4 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 4 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 4 | 100.0% |
Year_Period
Real number (ℝ≥0)
| Distinct count | 21 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2011.2941281254048 |
|---|---|
| Minimum | 2001 |
| Maximum | 2021 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 482.6 KiB |
Quantile statistics
| Minimum | 2001 |
|---|---|
| 5-th percentile | 2003 |
| Q1 | 2007 |
| median | 2011 |
| Q3 | 2016 |
| 95-th percentile | 2020 |
| Maximum | 2021 |
| Range | 20 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 5.275915789 |
|---|---|
| Coefficient of variation (CV) | 0.002623144828 |
| Kurtosis | -1.120449672 |
| Mean | 2011.294128 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.09573841598 |
| Sum | 248402870 |
| Variance | 27.83528742 |
| Value | Count | Frequency (%) | |
| 2007 | 7392 | 6.0% | |
| 2008 | 7392 | 6.0% | |
| 2005 | 7392 | 6.0% | |
| 2006 | 7392 | 6.0% | |
| 2009 | 7332 | 5.9% | |
| 2010 | 7152 | 5.8% | |
| 2011 | 6972 | 5.6% | |
| 2004 | 6930 | 5.6% | |
| 2012 | 6828 | 5.5% | |
| 2013 | 6660 | 5.4% | |
| Other values (11) | 52062 | 42.2% |
| Value | Count | Frequency (%) | |
| 2001 | 154 | 0.1% | |
| 2002 | 2156 | 1.7% | |
| 2003 | 4620 | 3.7% | |
| 2004 | 6930 | 5.6% | |
| 2005 | 7392 | 6.0% |
| Value | Count | Frequency (%) | |
| 2021 | 2724 | 2.2% | |
| 2020 | 5520 | 4.5% | |
| 2019 | 5820 | 4.7% | |
| 2018 | 5964 | 4.8% | |
| 2017 | 6084 | 4.9% |
| Distinct count | 79 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 965.0 KiB |
| 2008Q1 | 1848 |
|---|---|
| 2006Q4 | 1848 |
| 2005Q1 | 1848 |
| 2007Q4 | 1848 |
| 2006Q2 | 1848 |
| Other values (74) |
| Value | Count | Frequency (%) | |
| 2008Q1 | 1848 | 1.5% | |
| 2006Q4 | 1848 | 1.5% | |
| 2005Q1 | 1848 | 1.5% | |
| 2007Q4 | 1848 | 1.5% | |
| 2006Q2 | 1848 | 1.5% | |
| 2007Q2 | 1848 | 1.5% | |
| 2005Q4 | 1848 | 1.5% | |
| 2007Q3 | 1848 | 1.5% | |
| 2004Q4 | 1848 | 1.5% | |
| 2008Q4 | 1848 | 1.5% | |
| Other values (69) | 105024 | 85.0% |
Length
| Max length | 6 |
|---|---|
| Mean length | 6 |
| Min length | 6 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 10 | 90.9% | |
| Uppercase_Letter | 1 | 9.1% |
| Value | Count | Frequency (%) | |
| Common | 10 | 90.9% | |
| Latin | 1 | 9.1% |
| Value | Count | Frequency (%) | |
| ASCII | 11 | 100.0% |
| Distinct count | 394 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.002081830547998445 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.6563 |
| Zeros | 88291 |
| Zeros (%) | 71.5% |
| Memory size | 965.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.0003 |
| 95-th percentile | 0.0094 |
| Maximum | 0.6563 |
| Range | 0.6563 |
| Interquartile range (IQR) | 0.0003 |
Descriptive statistics
| Standard deviation | 0.01239093442 |
|---|---|
| Coefficient of variation (CV) | 5.951941879 |
| Kurtosis | 991.5973805 |
| Mean | 0.002081830548 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 24.97215878 |
| Sum | 257.1144 |
| Variance | 0.0001535352559 |
| Value | Count | Frequency (%) | |
| 0 | 88291 | 71.5% | |
| 0.0001 | 2115 | 1.7% | |
| 0.0002 | 1805 | 1.5% | |
| 0.0003 | 1599 | 1.3% | |
| 0.0004 | 1540 | 1.2% | |
| 0.0005 | 1188 | 1.0% | |
| 0.0006 | 1003 | 0.8% | |
| 0.0007 | 911 | 0.7% | |
| 0.0008 | 906 | 0.7% | |
| 0.0009 | 788 | 0.6% | |
| Other values (384) | 23358 | 18.9% |
| Value | Count | Frequency (%) | |
| 0 | 88291 | 71.5% | |
| 0.0001 | 2115 | 1.7% | |
| 0.0002 | 1805 | 1.5% | |
| 0.0003 | 1599 | 1.3% | |
| 0.0004 | 1540 | 1.2% |
| Value | Count | Frequency (%) | |
| 0.6563 | 12 | < 0.1% | |
| 0.4094 | 12 | < 0.1% | |
| 0.3502 | 1 | < 0.1% | |
| 0.3365 | 12 | < 0.1% | |
| 0.225 | 11 | < 0.1% |
| Distinct count | 394 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.002077833916310403 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.6563 |
| Zeros | 88322 |
| Zeros (%) | 71.5% |
| Memory size | 965.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.0003 |
| 95-th percentile | 0.0094 |
| Maximum | 0.6563 |
| Range | 0.6563 |
| Interquartile range (IQR) | 0.0003 |
Descriptive statistics
| Standard deviation | 0.01237034001 |
|---|---|
| Coefficient of variation (CV) | 5.953478722 |
| Kurtosis | 997.3847226 |
| Mean | 0.002077833916 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 25.04617602 |
| Sum | 256.6208 |
| Variance | 0.0001530253119 |
| Value | Count | Frequency (%) | |
| 0 | 88322 | 71.5% | |
| 0.0001 | 2112 | 1.7% | |
| 0.0002 | 1805 | 1.5% | |
| 0.0003 | 1599 | 1.3% | |
| 0.0004 | 1538 | 1.2% | |
| 0.0005 | 1186 | 1.0% | |
| 0.0006 | 1003 | 0.8% | |
| 0.0007 | 910 | 0.7% | |
| 0.0008 | 905 | 0.7% | |
| 0.0009 | 788 | 0.6% | |
| Other values (384) | 23336 | 18.9% |
| Value | Count | Frequency (%) | |
| 0 | 88322 | 71.5% | |
| 0.0001 | 2112 | 1.7% | |
| 0.0002 | 1805 | 1.5% | |
| 0.0003 | 1599 | 1.3% | |
| 0.0004 | 1538 | 1.2% |
| Value | Count | Frequency (%) | |
| 0.6563 | 12 | < 0.1% | |
| 0.4094 | 12 | < 0.1% | |
| 0.3502 | 1 | < 0.1% | |
| 0.3365 | 12 | < 0.1% | |
| 0.225 | 10 | < 0.1% |
| Distinct count | 394 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0020764566329835475 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.6563 |
| Zeros | 88348 |
| Zeros (%) | 71.5% |
| Memory size | 965.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.0003 |
| 95-th percentile | 0.0094 |
| Maximum | 0.6563 |
| Range | 0.6563 |
| Interquartile range (IQR) | 0.0003 |
Descriptive statistics
| Standard deviation | 0.01236925562 |
|---|---|
| Coefficient of variation (CV) | 5.956905346 |
| Kurtosis | 997.7453156 |
| Mean | 0.002076456633 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 25.05261385 |
| Sum | 256.4507 |
| Variance | 0.0001529984845 |
| Value | Count | Frequency (%) | |
| 0 | 88348 | 71.5% | |
| 0.0001 | 2111 | 1.7% | |
| 0.0002 | 1804 | 1.5% | |
| 0.0003 | 1597 | 1.3% | |
| 0.0004 | 1537 | 1.2% | |
| 0.0005 | 1185 | 1.0% | |
| 0.0006 | 1003 | 0.8% | |
| 0.0007 | 908 | 0.7% | |
| 0.0008 | 905 | 0.7% | |
| 0.0009 | 788 | 0.6% | |
| Other values (384) | 23318 | 18.9% |
| Value | Count | Frequency (%) | |
| 0 | 88348 | 71.5% | |
| 0.0001 | 2111 | 1.7% | |
| 0.0002 | 1804 | 1.5% | |
| 0.0003 | 1597 | 1.3% | |
| 0.0004 | 1537 | 1.2% |
| Value | Count | Frequency (%) | |
| 0.6563 | 12 | < 0.1% | |
| 0.4094 | 12 | < 0.1% | |
| 0.3502 | 1 | < 0.1% | |
| 0.3365 | 12 | < 0.1% | |
| 0.225 | 10 | < 0.1% |
| Distinct count | 394 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.002072460001295505 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.6563 |
| Zeros | 88379 |
| Zeros (%) | 71.6% |
| Memory size | 965.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.0003 |
| 95-th percentile | 0.0093 |
| Maximum | 0.6563 |
| Range | 0.6563 |
| Interquartile range (IQR) | 0.0003 |
Descriptive statistics
| Standard deviation | 0.01234862331 |
|---|---|
| Coefficient of variation (CV) | 5.958437461 |
| Kurtosis | 1003.591655 |
| Mean | 0.002072460001 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 25.12720892 |
| Sum | 255.9571 |
| Variance | 0.0001524884976 |
| Value | Count | Frequency (%) | |
| 0 | 88379 | 71.6% | |
| 0.0001 | 2108 | 1.7% | |
| 0.0002 | 1804 | 1.5% | |
| 0.0003 | 1597 | 1.3% | |
| 0.0004 | 1535 | 1.2% | |
| 0.0005 | 1183 | 1.0% | |
| 0.0006 | 1003 | 0.8% | |
| 0.0007 | 907 | 0.7% | |
| 0.0008 | 904 | 0.7% | |
| 0.0009 | 788 | 0.6% | |
| Other values (384) | 23296 | 18.9% |
| Value | Count | Frequency (%) | |
| 0 | 88379 | 71.6% | |
| 0.0001 | 2108 | 1.7% | |
| 0.0002 | 1804 | 1.5% | |
| 0.0003 | 1597 | 1.3% | |
| 0.0004 | 1535 | 1.2% |
| Value | Count | Frequency (%) | |
| 0.6563 | 12 | < 0.1% | |
| 0.4094 | 12 | < 0.1% | |
| 0.3502 | 1 | < 0.1% | |
| 0.3365 | 12 | < 0.1% | |
| 0.225 | 9 | < 0.1% |
unemployment
Real number (ℝ≥0)
| Distinct count | 1522 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.694983491615154 |
|---|---|
| Minimum | 2.495590993 |
| Maximum | 15.1723584 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 965.0 KiB |
Quantile statistics
| Minimum | 2.495590993 |
|---|---|
| 5-th percentile | 3.185068551 |
| Q1 | 4.278082134 |
| median | 5.257924334 |
| Q3 | 6.610215622 |
| 95-th percentile | 10.04018124 |
| Maximum | 15.1723584 |
| Range | 12.67676741 |
| Interquartile range (IQR) | 2.332133488 |
Descriptive statistics
| Standard deviation | 2.010227772 |
|---|---|
| Coefficient of variation (CV) | 0.3529821948 |
| Kurtosis | 0.8155946679 |
| Mean | 5.694983492 |
| Median Absolute Deviation (MAD) | 1.092818065 |
| Skewness | 1.04890996 |
| Sum | 703353.2411 |
| Variance | 4.041015697 |
| Value | Count | Frequency (%) | |
| 3.7277113 | 252 | 0.2% | |
| 4.067411187 | 252 | 0.2% | |
| 6.227353369 | 252 | 0.2% | |
| 3.602266353 | 252 | 0.2% | |
| 6.023222761 | 252 | 0.2% | |
| 4.421010273 | 252 | 0.2% | |
| 3.707849761 | 252 | 0.2% | |
| 3.683188088 | 252 | 0.2% | |
| 3.918197886 | 252 | 0.2% | |
| 4.558346889 | 252 | 0.2% | |
| Other values (1512) | 120984 | 98.0% |
| Value | Count | Frequency (%) | |
| 2.495590993 | 216 | 0.2% | |
| 2.542976405 | 216 | 0.2% | |
| 2.600537191 | 96 | 0.1% | |
| 2.626554199 | 216 | 0.2% | |
| 2.634195934 | 24 | < 0.1% |
| Value | Count | Frequency (%) | |
| 15.1723584 | 48 | < 0.1% | |
| 14.26063623 | 60 | < 0.1% | |
| 14.1217988 | 72 | 0.1% | |
| 13.68076803 | 48 | < 0.1% | |
| 13.57686843 | 24 | < 0.1% |
unemployment_lag1
Real number (ℝ≥0)
| Distinct count | 1522 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.683969023218494 |
|---|---|
| Minimum | 2.495590993 |
| Maximum | 15.1723584 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 965.0 KiB |
Quantile statistics
| Minimum | 2.495590993 |
|---|---|
| 5-th percentile | 3.185068551 |
| Q1 | 4.261845293 |
| median | 5.257924334 |
| Q3 | 6.549145166 |
| 95-th percentile | 10.03169877 |
| Maximum | 15.1723584 |
| Range | 12.67676741 |
| Interquartile range (IQR) | 2.287299873 |
Descriptive statistics
| Standard deviation | 2.003547698 |
|---|---|
| Coefficient of variation (CV) | 0.3524909601 |
| Kurtosis | 0.8595600808 |
| Mean | 5.683969023 |
| Median Absolute Deviation (MAD) | 1.082409797 |
| Skewness | 1.059690138 |
| Sum | 701992.9102 |
| Variance | 4.014203378 |
| Value | Count | Frequency (%) | |
| 3.67724837 | 252 | 0.2% | |
| 3.918197886 | 252 | 0.2% | |
| 3.751768634 | 252 | 0.2% | |
| 4.067411187 | 252 | 0.2% | |
| 6.023222761 | 252 | 0.2% | |
| 4.558346889 | 252 | 0.2% | |
| 3.707849761 | 252 | 0.2% | |
| 6.610215622 | 252 | 0.2% | |
| 3.678512944 | 252 | 0.2% | |
| 5.594452881 | 252 | 0.2% | |
| Other values (1512) | 120984 | 98.0% |
| Value | Count | Frequency (%) | |
| 2.495590993 | 216 | 0.2% | |
| 2.542976405 | 216 | 0.2% | |
| 2.600537191 | 96 | 0.1% | |
| 2.626554199 | 216 | 0.2% | |
| 2.634195934 | 12 | < 0.1% |
| Value | Count | Frequency (%) | |
| 15.1723584 | 48 | < 0.1% | |
| 14.26063623 | 60 | < 0.1% | |
| 14.1217988 | 72 | 0.1% | |
| 13.68076803 | 48 | < 0.1% | |
| 13.57686843 | 24 | < 0.1% |
| Distinct count | 1522 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.554389821407638 |
|---|---|
| Minimum | 2.098344192 |
| Maximum | 11.88844425 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 965.0 KiB |
Quantile statistics
| Minimum | 2.098344192 |
|---|---|
| 5-th percentile | 3.185068551 |
| Q1 | 4.232770454 |
| median | 5.178246795 |
| Q3 | 6.308300289 |
| 95-th percentile | 9.76804495 |
| Maximum | 11.88844425 |
| Range | 9.790100058 |
| Interquartile range (IQR) | 2.075529835 |
Descriptive statistics
| Standard deviation | 1.878366188 |
|---|---|
| Coefficient of variation (CV) | 0.3381768742 |
| Kurtosis | 0.7053422372 |
| Mean | 5.554389821 |
| Median Absolute Deviation (MAD) | 1.002240095 |
| Skewness | 1.039951821 |
| Sum | 685989.3605 |
| Variance | 3.528259537 |
| Value | Count | Frequency (%) | |
| 4.60246962 | 252 | 0.2% | |
| 3.707849761 | 252 | 0.2% | |
| 4.135910835 | 252 | 0.2% | |
| 3.918197886 | 252 | 0.2% | |
| 3.751768634 | 252 | 0.2% | |
| 6.023222761 | 252 | 0.2% | |
| 6.48093256 | 252 | 0.2% | |
| 6.610215622 | 252 | 0.2% | |
| 4.558346889 | 252 | 0.2% | |
| 4.621560268 | 252 | 0.2% | |
| Other values (1512) | 120984 | 98.0% |
| Value | Count | Frequency (%) | |
| 2.098344192 | 6 | < 0.1% | |
| 2.223178778 | 4 | < 0.1% | |
| 2.318381225 | 2 | < 0.1% | |
| 2.351268937 | 8 | < 0.1% | |
| 2.481417151 | 16 | < 0.1% |
| Value | Count | Frequency (%) | |
| 11.88844425 | 192 | 0.2% | |
| 11.58972759 | 192 | 0.2% | |
| 11.45527408 | 192 | 0.2% | |
| 11.2427755 | 12 | < 0.1% | |
| 11.13359728 | 12 | < 0.1% |
| Distinct count | 1522 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.559773213987254 |
|---|---|
| Minimum | 2.098344192 |
| Maximum | 11.88844425 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 965.0 KiB |
Quantile statistics
| Minimum | 2.098344192 |
|---|---|
| 5-th percentile | 3.202344046 |
| Q1 | 4.248327368 |
| median | 5.182593357 |
| Q3 | 6.284377349 |
| 95-th percentile | 9.759883387 |
| Maximum | 11.88844425 |
| Range | 9.790100058 |
| Interquartile range (IQR) | 2.036049981 |
Descriptive statistics
| Standard deviation | 1.860926263 |
|---|---|
| Coefficient of variation (CV) | 0.3347126207 |
| Kurtosis | 0.7781509119 |
| Mean | 5.559773214 |
| Median Absolute Deviation (MAD) | 0.971353862 |
| Skewness | 1.060376059 |
| Sum | 686654.231 |
| Variance | 3.463046556 |
| Value | Count | Frequency (%) | |
| 6.48093256 | 252 | 0.2% | |
| 3.67724837 | 252 | 0.2% | |
| 3.751768634 | 252 | 0.2% | |
| 4.558346889 | 252 | 0.2% | |
| 4.621560268 | 252 | 0.2% | |
| 4.116880643 | 252 | 0.2% | |
| 6.023222761 | 252 | 0.2% | |
| 3.7277113 | 252 | 0.2% | |
| 6.610215622 | 252 | 0.2% | |
| 4.135910835 | 252 | 0.2% | |
| Other values (1512) | 120984 | 98.0% |
| Value | Count | Frequency (%) | |
| 2.098344192 | 10 | < 0.1% | |
| 2.223178778 | 8 | < 0.1% | |
| 2.318381225 | 6 | < 0.1% | |
| 2.351268937 | 24 | < 0.1% | |
| 2.437222592 | 16 | < 0.1% |
| Value | Count | Frequency (%) | |
| 11.88844425 | 192 | 0.2% | |
| 11.58972759 | 192 | 0.2% | |
| 11.45527408 | 192 | 0.2% | |
| 11.2427755 | 12 | < 0.1% | |
| 11.13359728 | 12 | < 0.1% |
unemployment_lag2growth
Real number (ℝ)
| Distinct count | 1522 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.005148190227344863 |
|---|---|
| Minimum | -0.982071438 |
| Maximum | 0.773004767 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 965.0 KiB |
Quantile statistics
| Minimum | -0.982071438 |
|---|---|
| 5-th percentile | -0.092725391 |
| Q1 | -0.037814038 |
| median | -0.013647152 |
| Q3 | 0.018206033 |
| 95-th percentile | 0.122085742 |
| Maximum | 0.773004767 |
| Range | 1.755076205 |
| Interquartile range (IQR) | 0.056020071 |
Descriptive statistics
| Standard deviation | 0.1125688204 |
|---|---|
| Coefficient of variation (CV) | -21.86570726 |
| Kurtosis | 27.52816285 |
| Mean | -0.005148190227 |
| Median Absolute Deviation (MAD) | 0.027442198 |
| Skewness | -0.02811729613 |
| Sum | -635.8220858 |
| Variance | 0.01267173933 |
| Value | Count | Frequency (%) | |
| -0.035683094 | 252 | 0.2% | |
| -0.011262968 | 252 | 0.2% | |
| -0.078035296 | 252 | 0.2% | |
| 0.01589381 | 252 | 0.2% | |
| -0.004049762 | 252 | 0.2% | |
| 0.028475644 | 252 | 0.2% | |
| -0.018611575 | 252 | 0.2% | |
| 0.182961922 | 252 | 0.2% | |
| -0.032728289 | 252 | 0.2% | |
| -0.008976887 | 252 | 0.2% | |
| Other values (1512) | 120984 | 98.0% |
| Value | Count | Frequency (%) | |
| -0.982071438 | 60 | < 0.1% | |
| -0.976853071 | 24 | < 0.1% | |
| -0.849671941 | 180 | 0.1% | |
| -0.836172896 | 120 | 0.1% | |
| -0.707853611 | 72 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.773004767 | 24 | < 0.1% | |
| 0.745285679 | 48 | < 0.1% | |
| 0.730813227 | 156 | 0.1% | |
| 0.724048284 | 120 | 0.1% | |
| 0.700332637 | 204 | 0.2% |
house_prices_all_change
Real number (ℝ)
| Distinct count | 1506 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3515546972753916 |
|---|---|
| Minimum | -19.3355 |
| Maximum | 18.9567 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 965.0 KiB |
Quantile statistics
| Minimum | -19.3355 |
|---|---|
| 5-th percentile | -2.4264 |
| Q1 | 0.3976 |
| median | 1.560697 |
| Q3 | 2.5386 |
| 95-th percentile | 4.1837 |
| Maximum | 18.9567 |
| Range | 38.2922 |
| Interquartile range (IQR) | 2.141 |
Descriptive statistics
| Standard deviation | 2.199480165 |
|---|---|
| Coefficient of variation (CV) | 1.627370442 |
| Kurtosis | 4.942044019 |
| Mean | 1.351554697 |
| Median Absolute Deviation (MAD) | 1.051803 |
| Skewness | -0.4934641769 |
| Sum | 166922.4113 |
| Variance | 4.837712995 |
| Value | Count | Frequency (%) | |
| 1.2909 | 420 | 0.3% | |
| 2.0941 | 399 | 0.3% | |
| 1.7657 | 372 | 0.3% | |
| 0.7269 | 360 | 0.3% | |
| -1.0477 | 276 | 0.2% | |
| -0.9807 | 252 | 0.2% | |
| 0.8765 | 252 | 0.2% | |
| 1.2766 | 252 | 0.2% | |
| 2.456 | 252 | 0.2% | |
| 1.8731 | 252 | 0.2% | |
| Other values (1496) | 120417 | 97.5% |
| Value | Count | Frequency (%) | |
| -19.3355 | 12 | < 0.1% | |
| -18.0192 | 12 | < 0.1% | |
| -14.1975 | 12 | < 0.1% | |
| -12.1329 | 12 | < 0.1% | |
| -12.0032 | 12 | < 0.1% |
| Value | Count | Frequency (%) | |
| 18.9567 | 12 | < 0.1% | |
| 17.4299 | 12 | < 0.1% | |
| 13.3951 | 12 | < 0.1% | |
| 13.1456 | 12 | < 0.1% | |
| 12.5382 | 12 | < 0.1% |
house_purchase_prices_growth
Real number (ℝ)
| Distinct count | 1522 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0066821814225936004 |
|---|---|
| Minimum | -0.088409475 |
| Maximum | 0.067258996 |
| Zeros | 72 |
| Zeros (%) | 0.1% |
| Memory size | 965.0 KiB |
Quantile statistics
| Minimum | -0.088409475 |
|---|---|
| 5-th percentile | -0.018841937 |
| Q1 | 0.000879226 |
| median | 0.008487691 |
| Q3 | 0.014200481 |
| 95-th percentile | 0.02506578 |
| Maximum | 0.067258996 |
| Range | 0.155668471 |
| Interquartile range (IQR) | 0.013321255 |
Descriptive statistics
| Standard deviation | 0.01325160164 |
|---|---|
| Coefficient of variation (CV) | 1.98312509 |
| Kurtosis | 3.421404548 |
| Mean | 0.006682181423 |
| Median Absolute Deviation (MAD) | 0.006414513 |
| Skewness | -1.076939983 |
| Sum | 825.2761344 |
| Variance | 0.0001756049459 |
| Value | Count | Frequency (%) | |
| -0.00385208 | 252 | 0.2% | |
| 0.016895002 | 252 | 0.2% | |
| 0.000757537 | 252 | 0.2% | |
| 0.00587733 | 252 | 0.2% | |
| 0.004268166 | 252 | 0.2% | |
| 0.002351858 | 252 | 0.2% | |
| 0.003126121 | 252 | 0.2% | |
| 0.007557064 | 252 | 0.2% | |
| 0.009976976 | 252 | 0.2% | |
| 0.004129639 | 252 | 0.2% | |
| Other values (1512) | 120984 | 98.0% |
| Value | Count | Frequency (%) | |
| -0.088409475 | 12 | < 0.1% | |
| -0.085150333 | 12 | < 0.1% | |
| -0.076952973 | 12 | < 0.1% | |
| -0.068677949 | 12 | < 0.1% | |
| -0.060490218 | 156 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.067258996 | 24 | < 0.1% | |
| 0.061862127 | 12 | < 0.1% | |
| 0.060875029 | 12 | < 0.1% | |
| 0.060117048 | 12 | < 0.1% | |
| 0.052141423 | 12 | < 0.1% |
| Distinct count | 1446 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 207.44293692408993 |
|---|---|
| Minimum | 129.38 |
| Maximum | 453.9381743 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 965.0 KiB |
Quantile statistics
| Minimum | 129.38 |
|---|---|
| 5-th percentile | 158.74 |
| Q1 | 182.55 |
| median | 195.12 |
| Q3 | 223.92 |
| 95-th percentile | 290.61 |
| Maximum | 453.9381743 |
| Range | 324.5581743 |
| Interquartile range (IQR) | 41.37 |
Descriptive statistics
| Standard deviation | 41.61252945 |
|---|---|
| Coefficient of variation (CV) | 0.2005974755 |
| Kurtosis | 4.910731263 |
| Mean | 207.4429369 |
| Median Absolute Deviation (MAD) | 18.68 |
| Skewness | 1.795312408 |
| Sum | 25620032.48 |
| Variance | 1731.602607 |
| Value | Count | Frequency (%) | |
| 193.62 | 420 | 0.3% | |
| 193.05 | 408 | 0.3% | |
| 194.7 | 408 | 0.3% | |
| 191.08 | 396 | 0.3% | |
| 187.36 | 396 | 0.3% | |
| 190.01 | 360 | 0.3% | |
| 177.31 | 348 | 0.3% | |
| 184.58 | 276 | 0.2% | |
| 218.96 | 276 | 0.2% | |
| 207.2 | 276 | 0.2% | |
| Other values (1436) | 119940 | 97.1% |
| Value | Count | Frequency (%) | |
| 129.38 | 6 | < 0.1% | |
| 131.34 | 1 | < 0.1% | |
| 131.93 | 12 | < 0.1% | |
| 133.31 | 2 | < 0.1% | |
| 134.53 | 18 | < 0.1% |
| Value | Count | Frequency (%) | |
| 453.9381743 | 48 | < 0.1% | |
| 449.4049999 | 48 | < 0.1% | |
| 444.9081523 | 48 | < 0.1% | |
| 440.7307527 | 48 | < 0.1% | |
| 437.96 | 48 | < 0.1% |
| Distinct count | 1522 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 209.9415326029829 |
|---|---|
| Minimum | 129.617239 |
| Maximum | 429.6032958 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 965.0 KiB |
Quantile statistics
| Minimum | 129.617239 |
|---|---|
| 5-th percentile | 164.3367 |
| Q1 | 187.4485 |
| median | 200.2834 |
| Q3 | 226.0938 |
| 95-th percentile | 293.0201 |
| Maximum | 429.6032958 |
| Range | 299.9860568 |
| Interquartile range (IQR) | 38.6453 |
Descriptive statistics
| Standard deviation | 38.51989255 |
|---|---|
| Coefficient of variation (CV) | 0.1834791433 |
| Kurtosis | 4.878775828 |
| Mean | 209.9415326 |
| Median Absolute Deviation (MAD) | 16.5638 |
| Skewness | 1.813143952 |
| Sum | 25928619.04 |
| Variance | 1483.782122 |
| Value | Count | Frequency (%) | |
| 200.1329 | 252 | 0.2% | |
| 203.0536 | 252 | 0.2% | |
| 203.905 | 252 | 0.2% | |
| 202.6849 | 252 | 0.2% | |
| 185.2876 | 252 | 0.2% | |
| 202.7396 | 252 | 0.2% | |
| 205.0316 | 252 | 0.2% | |
| 202.6299 | 252 | 0.2% | |
| 200.5655 | 252 | 0.2% | |
| 203.9165 | 252 | 0.2% | |
| Other values (1512) | 120984 | 98.0% |
| Value | Count | Frequency (%) | |
| 129.617239 | 1 | < 0.1% | |
| 131.5009408 | 6 | < 0.1% | |
| 131.9723 | 2 | < 0.1% | |
| 133.6875 | 12 | < 0.1% | |
| 135.2964 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 429.6032958 | 48 | < 0.1% | |
| 425.412164 | 48 | < 0.1% | |
| 421.3011489 | 48 | < 0.1% | |
| 417.508769 | 48 | < 0.1% | |
| 414.414 | 48 | < 0.1% |
CommercialPriceNat
Real number (ℝ≥0)
| Distinct count | 79 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 217531.68148488144 |
|---|---|
| Minimum | 139008.0 |
| Maximum | 308497.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 965.0 KiB |
Quantile statistics
| Minimum | 139008 |
|---|---|
| 5-th percentile | 152190 |
| Q1 | 177845 |
| median | 214377 |
| Q3 | 247261 |
| 95-th percentile | 303569.6 |
| Maximum | 308497 |
| Range | 169489 |
| Interquartile range (IQR) | 69416 |
Descriptive statistics
| Standard deviation | 47030.79894 |
|---|---|
| Coefficient of variation (CV) | 0.2162020659 |
| Kurtosis | -0.9311868494 |
| Mean | 217531.6815 |
| Median Absolute Deviation (MAD) | 36319 |
| Skewness | 0.3481390062 |
| Sum | 2.686603279e+10 |
| Variance | 2211896049 |
| Value | Count | Frequency (%) | |
| 247035 | 1848 | 1.5% | |
| 178058 | 1848 | 1.5% | |
| 229890 | 1848 | 1.5% | |
| 203978 | 1848 | 1.5% | |
| 247261 | 1848 | 1.5% | |
| 174327 | 1848 | 1.5% | |
| 190430 | 1848 | 1.5% | |
| 198317 | 1848 | 1.5% | |
| 179040 | 1848 | 1.5% | |
| 220299 | 1848 | 1.5% | |
| Other values (69) | 105024 | 85.0% |
| Value | Count | Frequency (%) | |
| 139008 | 154 | 0.1% | |
| 139077 | 308 | 0.2% | |
| 139601 | 462 | 0.4% | |
| 141168 | 616 | 0.5% | |
| 144686 | 770 | 0.6% |
| Value | Count | Frequency (%) | |
| 308497 | 1452 | 1.2% | |
| 304171 | 1392 | 1.1% | |
| 304098.12 | 1368 | 1.1% | |
| 303707.2128 | 1356 | 1.1% | |
| 303569.6 | 1368 | 1.1% |
CommercialPriceNat_lag8
Real number (ℝ≥0)
| Distinct count | 79 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 200700.50147363648 |
|---|---|
| Minimum | 125869 |
| Maximum | 300927 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 482.6 KiB |
Quantile statistics
| Minimum | 125869 |
|---|---|
| 5-th percentile | 141168 |
| Q1 | 166808 |
| median | 196712 |
| Q3 | 237599 |
| 95-th percentile | 277817 |
| Maximum | 300927 |
| Range | 175058 |
| Interquartile range (IQR) | 70791 |
Descriptive statistics
| Standard deviation | 43308.57886 |
|---|---|
| Coefficient of variation (CV) | 0.2157870984 |
| Kurtosis | -0.9416706528 |
| Mean | 200700.5015 |
| Median Absolute Deviation (MAD) | 33415 |
| Skewness | 0.3113211427 |
| Sum | 2.478731473e+10 |
| Variance | 1875633003 |
| Value | Count | Frequency (%) | |
| 153583 | 1848 | 1.5% | |
| 184598 | 1848 | 1.5% | |
| 147309 | 1848 | 1.5% | |
| 203978 | 1848 | 1.5% | |
| 144686 | 1848 | 1.5% | |
| 212035 | 1848 | 1.5% | |
| 163297 | 1848 | 1.5% | |
| 174327 | 1848 | 1.5% | |
| 220299 | 1848 | 1.5% | |
| 178058 | 1848 | 1.5% | |
| Other values (69) | 105024 | 85.0% |
| Value | Count | Frequency (%) | |
| 125869 | 462 | 0.4% | |
| 126885 | 308 | 0.2% | |
| 129783 | 154 | 0.1% | |
| 139008 | 1386 | 1.1% | |
| 139062 | 616 | 0.5% |
| Value | Count | Frequency (%) | |
| 300927 | 1356 | 1.1% | |
| 287370 | 1368 | 1.1% | |
| 285944 | 1392 | 1.1% | |
| 278999 | 1368 | 1.1% | |
| 277817 | 1368 | 1.1% |
| Distinct count | 1522 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60765.90104343834 |
|---|---|
| Minimum | 3952.087693 |
| Maximum | 432012.5597 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 965.0 KiB |
Quantile statistics
| Minimum | 3952.087693 |
|---|---|
| 5-th percentile | 9063.063532 |
| Q1 | 27203.89148 |
| median | 40863.11718 |
| Q3 | 71132.62112 |
| 95-th percentile | 168661.2564 |
| Maximum | 432012.5597 |
| Range | 428060.472 |
| Interquartile range (IQR) | 43928.72964 |
Descriptive statistics
| Standard deviation | 61297.14257 |
|---|---|
| Coefficient of variation (CV) | 1.008742428 |
| Kurtosis | 9.399455283 |
| Mean | 60765.90104 |
| Median Absolute Deviation (MAD) | 15420.14964 |
| Skewness | 2.714705464 |
| Sum | 7504831842 |
| Variance | 3757339687 |
| Value | Count | Frequency (%) | |
| 28939.62637 | 252 | 0.2% | |
| 24951.58839 | 252 | 0.2% | |
| 34010.01956 | 252 | 0.2% | |
| 34533.37345 | 252 | 0.2% | |
| 31556.07795 | 252 | 0.2% | |
| 33214.87903 | 252 | 0.2% | |
| 27300.14666 | 252 | 0.2% | |
| 34371.77672 | 252 | 0.2% | |
| 25446.96414 | 252 | 0.2% | |
| 30239.52193 | 252 | 0.2% | |
| Other values (1512) | 120984 | 98.0% |
| Value | Count | Frequency (%) | |
| 3952.087693 | 2 | < 0.1% | |
| 4153.654387 | 4 | < 0.1% | |
| 4238.742412 | 6 | < 0.1% | |
| 4296.262941 | 8 | < 0.1% | |
| 4434.435409 | 10 | < 0.1% |
| Value | Count | Frequency (%) | |
| 432012.5597 | 48 | < 0.1% | |
| 427403.5079 | 48 | < 0.1% | |
| 421128.1628 | 48 | < 0.1% | |
| 420487.2223 | 48 | < 0.1% | |
| 418144.2897 | 48 | < 0.1% |
nominal_personalincome_lag5change
Real number (ℝ)
| Distinct count | 1522 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 493.13072093102244 |
|---|---|
| Minimum | -9426.3497 |
| Maximum | 11713.7075 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 965.0 KiB |
Quantile statistics
| Minimum | -9426.3497 |
|---|---|
| 5-th percentile | -425.8207 |
| Q1 | 120.88719 |
| median | 345.12601 |
| Q3 | 702.90466 |
| 95-th percentile | 1880.72136 |
| Maximum | 11713.7075 |
| Range | 21140.0572 |
| Interquartile range (IQR) | 582.01747 |
Descriptive statistics
| Standard deviation | 985.6445106 |
|---|---|
| Coefficient of variation (CV) | 1.99874895 |
| Kurtosis | 30.37445955 |
| Mean | 493.1307209 |
| Median Absolute Deviation (MAD) | 262.71462 |
| Skewness | 2.343604047 |
| Sum | 60903616.56 |
| Variance | 971495.1012 |
| Value | Count | Frequency (%) | |
| 834.8121 | 252 | 0.2% | |
| 702.90466 | 252 | 0.2% | |
| 169.18178 | 252 | 0.2% | |
| 743.43235 | 252 | 0.2% | |
| 306.63964 | 252 | 0.2% | |
| -603.27642 | 252 | 0.2% | |
| -293.39918 | 252 | 0.2% | |
| 145.13942 | 252 | 0.2% | |
| 812.00485 | 252 | 0.2% | |
| 333.46371 | 252 | 0.2% | |
| Other values (1512) | 120984 | 98.0% |
| Value | Count | Frequency (%) | |
| -9426.3497 | 48 | < 0.1% | |
| -6492.8349 | 12 | < 0.1% | |
| -5920.1985 | 72 | 0.1% | |
| -4813.3587 | 12 | < 0.1% | |
| -4520.4556 | 12 | < 0.1% |
| Value | Count | Frequency (%) | |
| 11713.7075 | 48 | < 0.1% | |
| 10759.2884 | 48 | < 0.1% | |
| 10568.9135 | 72 | 0.1% | |
| 9385.1367 | 48 | < 0.1% | |
| 7705.2223 | 48 | < 0.1% |
real_disposableincome_lag3change
Real number (ℝ)
| Distinct count | 1522 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 295.9411139869721 |
|---|---|
| Minimum | -12349.038 |
| Maximum | 22384.4284 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 965.0 KiB |
Quantile statistics
| Minimum | -12349.038 |
|---|---|
| 5-th percentile | -673.5872 |
| Q1 | -1.48357 |
| median | 178.34725 |
| Q3 | 472.85152 |
| 95-th percentile | 1458.5331 |
| Maximum | 22384.4284 |
| Range | 34733.4664 |
| Interquartile range (IQR) | 474.33509 |
Descriptive statistics
| Standard deviation | 1165.230815 |
|---|---|
| Coefficient of variation (CV) | 3.937373891 |
| Kurtosis | 102.8879978 |
| Mean | 295.941114 |
| Median Absolute Deviation (MAD) | 213.22581 |
| Skewness | 5.819756086 |
| Sum | 36549911.34 |
| Variance | 1357762.853 |
| Value | Count | Frequency (%) | |
| 264.55449 | 252 | 0.2% | |
| 536.81781 | 252 | 0.2% | |
| 781.52293 | 252 | 0.2% | |
| 19.18525 | 252 | 0.2% | |
| 880.91336 | 252 | 0.2% | |
| -801.68175 | 252 | 0.2% | |
| -369.11925 | 252 | 0.2% | |
| -12.55974 | 252 | 0.2% | |
| -147.50749 | 252 | 0.2% | |
| -3.07013 | 252 | 0.2% | |
| Other values (1512) | 120984 | 98.0% |
| Value | Count | Frequency (%) | |
| -12349.038 | 48 | < 0.1% | |
| -8872.9722 | 24 | < 0.1% | |
| -6819.1658 | 48 | < 0.1% | |
| -5903.3431 | 12 | < 0.1% | |
| -5561.21761 | 12 | < 0.1% |
| Value | Count | Frequency (%) | |
| 22384.4284 | 48 | < 0.1% | |
| 18920.3288 | 60 | < 0.1% | |
| 12900.6171 | 72 | 0.1% | |
| 9830.8583 | 18 | < 0.1% | |
| 8946.1945 | 120 | 0.1% |
| Distinct count | 1522 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65780.75677833655 |
|---|---|
| Minimum | 7411.675016 |
| Maximum | 367573.8026 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 965.0 KiB |
Quantile statistics
| Minimum | 7411.675016 |
|---|---|
| 5-th percentile | 10063.97722 |
| Q1 | 31695.66442 |
| median | 43621.26281 |
| Q3 | 77821.81543 |
| 95-th percentile | 169763.5913 |
| Maximum | 367573.8026 |
| Range | 360162.1276 |
| Interquartile range (IQR) | 46126.15101 |
Descriptive statistics
| Standard deviation | 63694.51972 |
|---|---|
| Coefficient of variation (CV) | 0.9682849946 |
| Kurtosis | 6.985860667 |
| Mean | 65780.75678 |
| Median Absolute Deviation (MAD) | 15135.7457 |
| Skewness | 2.456860035 |
| Sum | 8124186585 |
| Variance | 4056991843 |
| Value | Count | Frequency (%) | |
| 37382.6956 | 252 | 0.2% | |
| 36790.95507 | 252 | 0.2% | |
| 35944.74247 | 252 | 0.2% | |
| 38793.31593 | 252 | 0.2% | |
| 37483.34686 | 252 | 0.2% | |
| 35561.96251 | 252 | 0.2% | |
| 36607.50875 | 252 | 0.2% | |
| 36298.74146 | 252 | 0.2% | |
| 36491.24528 | 252 | 0.2% | |
| 36198.25301 | 252 | 0.2% | |
| Other values (1512) | 120984 | 98.0% |
| Value | Count | Frequency (%) | |
| 7411.675016 | 10 | < 0.1% | |
| 7425.190462 | 4 | < 0.1% | |
| 7441.468034 | 2 | < 0.1% | |
| 7470.711468 | 6 | < 0.1% | |
| 7484.861569 | 12 | < 0.1% |
| Value | Count | Frequency (%) | |
| 367573.8026 | 48 | < 0.1% | |
| 366065.3994 | 48 | < 0.1% | |
| 365188.1085 | 48 | < 0.1% | |
| 364154.7401 | 48 | < 0.1% | |
| 361163.3535 | 48 | < 0.1% |
| Distinct count | 79 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 965.0 KiB |
| 12/31/2002 | 1848 |
|---|---|
| 6/30/2006 | 1848 |
| 6/30/2003 | 1848 |
| 12/31/2005 | 1848 |
| 12/31/2003 | 1848 |
| Other values (74) |
| Value | Count | Frequency (%) | |
| 12/31/2002 | 1848 | 1.5% | |
| 6/30/2006 | 1848 | 1.5% | |
| 6/30/2003 | 1848 | 1.5% | |
| 12/31/2005 | 1848 | 1.5% | |
| 12/31/2003 | 1848 | 1.5% | |
| 6/30/2002 | 1848 | 1.5% | |
| 3/31/2005 | 1848 | 1.5% | |
| 3/31/2006 | 1848 | 1.5% | |
| 9/30/2004 | 1848 | 1.5% | |
| 12/31/2001 | 1848 | 1.5% | |
| Other values (69) | 105024 | 85.0% |
Length
| Max length | 10 |
|---|---|
| Mean length | 9.251870385 |
| Min length | 9 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 10 | 90.9% | |
| Other_Punctuation | 1 | 9.1% |
| Value | Count | Frequency (%) | |
| Common | 11 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 11 | 100.0% |
| Distinct count | 37715 |
|---|---|
| Unique (%) | 30.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.002081078845583949 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.251820313 |
| Zeros | 48089 |
| Zeros (%) | 38.9% |
| Memory size | 965.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.000210279 |
| Q3 | 0.0017344675 |
| 95-th percentile | 0.009296079 |
| Maximum | 0.251820313 |
| Range | 0.251820313 |
| Interquartile range (IQR) | 0.0017344675 |
Descriptive statistics
| Standard deviation | 0.006530331535 |
|---|---|
| Coefficient of variation (CV) | 3.137954888 |
| Kurtosis | 272.5628123 |
| Mean | 0.002081078846 |
| Median Absolute Deviation (MAD) | 0.000210279 |
| Skewness | 12.57295768 |
| Sum | 257.0215617 |
| Variance | 4.264522996e-05 |
| Value | Count | Frequency (%) | |
| 0 | 48089 | 38.9% | |
| 0.000125 | 284 | 0.2% | |
| 3.91e-05 | 230 | 0.2% | |
| 2.5e-05 | 209 | 0.2% | |
| 0.0001 | 205 | 0.2% | |
| 0.00015625 | 198 | 0.2% | |
| 7.5e-05 | 193 | 0.2% | |
| 3.13e-05 | 191 | 0.2% | |
| 5e-05 | 189 | 0.2% | |
| 0.00025 | 181 | 0.1% | |
| Other values (37705) | 73535 | 59.5% |
| Value | Count | Frequency (%) | |
| 0 | 48089 | 38.9% | |
| 6.25e-06 | 41 | < 0.1% | |
| 7.81e-06 | 41 | < 0.1% | |
| 9.01e-06 | 41 | < 0.1% | |
| 9.7e-06 | 40 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.251820313 | 1 | < 0.1% | |
| 0.223474591 | 1 | < 0.1% | |
| 0.219079934 | 1 | < 0.1% | |
| 0.219078132 | 1 | < 0.1% | |
| 0.219070923 | 1 | < 0.1% |
Target
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 482.6 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 88260 | 71.5% | |
| 1 | 35244 | 28.5% |
P1
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 482.6 KiB |
| 0 | |
|---|---|
| 1 | 11139 |
| Value | Count | Frequency (%) | |
| 0 | 112365 | 91.0% | |
| 1 | 11139 | 9.0% |
P10
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 482.6 KiB |
| 0 | |
|---|---|
| 1 | 9753 |
| Value | Count | Frequency (%) | |
| 0 | 113751 | 92.1% | |
| 1 | 9753 | 7.9% |
P11
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 482.6 KiB |
| 0 | |
|---|---|
| 1 | 9599 |
| Value | Count | Frequency (%) | |
| 0 | 113905 | 92.2% | |
| 1 | 9599 | 7.8% |
P12
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 482.6 KiB |
| 0 | |
|---|---|
| 1 | 9445 |
| Value | Count | Frequency (%) | |
| 0 | 114059 | 92.4% | |
| 1 | 9445 | 7.6% |
P2
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 482.6 KiB |
| 0 | |
|---|---|
| 1 | 10985 |
| Value | Count | Frequency (%) | |
| 0 | 112519 | 91.1% | |
| 1 | 10985 | 8.9% |
P3
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 482.6 KiB |
| 0 | |
|---|---|
| 1 | 10831 |
| Value | Count | Frequency (%) | |
| 0 | 112673 | 91.2% | |
| 1 | 10831 | 8.8% |
P4
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 482.6 KiB |
| 0 | |
|---|---|
| 1 | 10677 |
| Value | Count | Frequency (%) | |
| 0 | 112827 | 91.4% | |
| 1 | 10677 | 8.6% |
P5
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 482.6 KiB |
| 0 | |
|---|---|
| 1 | 10523 |
| Value | Count | Frequency (%) | |
| 0 | 112981 | 91.5% | |
| 1 | 10523 | 8.5% |
P6
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 482.6 KiB |
| 0 | |
|---|---|
| 1 | 10369 |
| Value | Count | Frequency (%) | |
| 0 | 113135 | 91.6% | |
| 1 | 10369 | 8.4% |
P7
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 482.6 KiB |
| 0 | |
|---|---|
| 1 | 10215 |
| Value | Count | Frequency (%) | |
| 0 | 113289 | 91.7% | |
| 1 | 10215 | 8.3% |
P8
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 482.6 KiB |
| 0 | |
|---|---|
| 1 | 10061 |
| Value | Count | Frequency (%) | |
| 0 | 113443 | 91.9% | |
| 1 | 10061 | 8.1% |
P9
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 482.6 KiB |
| 0 | |
|---|---|
| 1 | 9907 |
| Value | Count | Frequency (%) | |
| 0 | 113597 | 92.0% | |
| 1 | 9907 | 8.0% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| FDICCert | Snapshotdate | PeriodDate | Period | foliolossrate | TotalAssets | folioloan | State | Quarter_Period | Year_Period | MacroMergeKey | foliolossrateLag1 | foliolossrateLag2 | foliolossrateLag3 | foliolossrateLag4 | unemployment | unemployment_lag1 | unemployment_lag6 | unemployment_lag8 | unemployment_lag2growth | house_prices_all_change | house_purchase_prices_growth | house_purchase_prices | house_prices_all | CommercialPriceNat | CommercialPriceNat_lag8 | nominal_gdp_lag8 | nominal_personalincome_lag5change | real_disposableincome_lag3change | real_gdp | RepDate | MovingAverage | Target | P1 | P10 | P11 | P12 | P2 | P3 | P4 | P5 | P6 | P7 | P8 | P9 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 35 | 9/30/2001 | 12/31/2001 | P1 | 0.0107 | 451297 | 62657 | AL | 4 | 2001 | 2001Q4 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 5.883069 | 5.131072 | 4.486785 | 4.756324 | -0.002211 | 1.335433 | 0.007326 | 147.43 | 151.39665 | 139008.0 | 129783 | 29373.70138 | 101.76065 | -60.25371 | 39073.16954 | 9/30/2001 | 0.0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 35 | 9/30/2001 | 3/31/2002 | P2 | 0.0059 | 451297 | 62657 | AL | 1 | 2002 | 2002Q1 | 0.0107 | 0.0000 | 0.0000 | 0.0000 | 5.957480 | 5.883069 | 4.559329 | 4.729370 | 0.073416 | 0.468450 | 0.007673 | 148.57 | 151.86510 | 139077.0 | 126885 | 29367.31942 | 393.61405 | 147.92469 | 39632.22511 | 9/30/2001 | 0.0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 35 | 9/30/2001 | 6/30/2002 | P3 | 0.0009 | 451297 | 62657 | AL | 2 | 2002 | 2002Q2 | 0.0059 | 0.0107 | 0.0000 | 0.0000 | 5.965567 | 5.957480 | 4.485706 | 4.486785 | 0.127824 | 0.932000 | 0.008277 | 149.81 | 152.79710 | 139601.0 | 125869 | 29896.46623 | 251.99019 | 538.85597 | 39935.05752 | 9/30/2001 | 0.0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 35 | 9/30/2001 | 9/30/2002 | P4 | 0.0129 | 451297 | 62657 | AL | 3 | 2002 | 2002Q3 | 0.0009 | 0.0059 | 0.0107 | 0.0000 | 5.814202 | 5.965567 | 4.764882 | 4.559329 | 0.012490 | 2.212900 | 0.006301 | 150.76 | 155.01000 | 141168.0 | 139062 | 29990.83020 | 305.15501 | -290.35735 | 40174.30850 | 9/30/2001 | 0.0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 4 | 35 | 9/30/2001 | 12/31/2002 | P5 | 0.0000 | 451297 | 62657 | AL | 4 | 2002 | 2002Q4 | 0.0129 | 0.0009 | 0.0059 | 0.0107 | 5.814664 | 5.814202 | 4.754368 | 4.485706 | 0.001356 | 1.529100 | 0.017082 | 153.38 | 156.53910 | 144686.0 | 143801 | 30213.04346 | -9.80572 | 587.95911 | 40307.79349 | 9/30/2001 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| 5 | 35 | 9/30/2001 | 3/31/2003 | P6 | 0.0044 | 451297 | 62657 | AL | 1 | 2003 | 2003Q1 | 0.0000 | 0.0129 | 0.0009 | 0.0059 | 5.750568 | 5.814664 | 5.131072 | 4.764882 | -0.026034 | 1.777600 | 0.006349 | 154.36 | 158.31670 | 152190.0 | 143011 | 30313.83179 | 102.58368 | 282.75237 | 40306.53981 | 9/30/2001 | 0.0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
| 6 | 35 | 9/30/2001 | 6/30/2003 | P7 | 0.0000 | 451297 | 62657 | AL | 2 | 2003 | 2003Q2 | 0.0044 | 0.0000 | 0.0129 | 0.0009 | 6.120330 | 5.750568 | 5.883069 | 4.754368 | 0.000079 | 1.543600 | 0.009942 | 155.91 | 159.86030 | 151098.0 | 141931 | 30679.89770 | 152.10191 | 58.22401 | 40654.04972 | 9/30/2001 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
| 7 | 35 | 9/30/2001 | 9/30/2003 | P8 | 0.0013 | 451297 | 62657 | AL | 3 | 2003 | 2003Q3 | 0.0000 | 0.0044 | 0.0000 | 0.0129 | 6.179844 | 6.120330 | 5.957480 | 5.131072 | -0.011146 | 0.983400 | 0.017828 | 158.74 | 160.84370 | 149218.0 | 143614 | 30741.98045 | 394.11802 | 209.15852 | 41424.21136 | 9/30/2001 | 0.0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 8 | 35 | 9/30/2001 | 12/31/2003 | P9 | 0.0017 | 451297 | 62657 | AL | 4 | 2003 | 2003Q4 | 0.0013 | 0.0000 | 0.0044 | 0.0000 | 6.031663 | 6.179844 | 5.965567 | 5.883069 | 0.060415 | 0.844000 | 0.003077 | 159.23 | 161.68770 | 147309.0 | 139008 | 31025.64922 | 182.44981 | 289.82060 | 42128.71625 | 9/30/2001 | 0.0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 9 | 35 | 9/30/2001 | 3/31/2004 | P10 | 0.0000 | 451297 | 62657 | AL | 1 | 2004 | 2004Q1 | 0.0017 | 0.0013 | 0.0000 | 0.0044 | 5.967337 | 6.031663 | 5.814202 | 5.957480 | 0.009630 | 1.754300 | 0.007913 | 160.50 | 163.44200 | 153583.0 | 139077 | 31480.40015 | 284.61906 | 243.88552 | 43021.15737 | 9/30/2001 | 0.0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Last rows
| FDICCert | Snapshotdate | PeriodDate | Period | foliolossrate | TotalAssets | folioloan | State | Quarter_Period | Year_Period | MacroMergeKey | foliolossrateLag1 | foliolossrateLag2 | foliolossrateLag3 | foliolossrateLag4 | unemployment | unemployment_lag1 | unemployment_lag6 | unemployment_lag8 | unemployment_lag2growth | house_prices_all_change | house_purchase_prices_growth | house_purchase_prices | house_prices_all | CommercialPriceNat | CommercialPriceNat_lag8 | nominal_gdp_lag8 | nominal_personalincome_lag5change | real_disposableincome_lag3change | real_gdp | RepDate | MovingAverage | Target | P1 | P10 | P11 | P12 | P2 | P3 | P4 | P5 | P6 | P7 | P8 | P9 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 123494 | 847 | 6/30/2020 | 9/30/2020 | P1 | 0.0 | 65963 | 3460 | WV | 3 | 2020 | 2020Q3 | 0.0 | 0.0 | 0.0 | 0.0 | 9.086057 | 13.124287 | 4.902416 | 5.078883 | 0.056414 | 2.863609 | 0.015316 | 227.118440 | 234.146209 | 303569.6000 | 277817 | 19680.42302 | -1.32120 | -96.97527 | 17061.57643 | 6/30/2020 | 0.001475 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 123495 | 847 | 6/30/2020 | 12/31/2020 | P2 | 0.0 | 65963 | 3460 | WV | 4 | 2020 | 2020Q4 | 0.0 | 0.0 | 0.0 | 0.0 | 7.929124 | 9.086057 | 4.666498 | 4.933867 | 0.595237 | 2.775649 | 0.013593 | 230.248107 | 236.921858 | 304098.1200 | 278999 | 19698.92991 | -11.57153 | 121.75558 | 17245.34912 | 6/30/2020 | 0.001844 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 123496 | 847 | 6/30/2020 | 3/31/2021 | P3 | 0.0 | 65963 | 3460 | WV | 1 | 2021 | 2021Q1 | 0.0 | 0.0 | 0.0 | 0.0 | 7.661005 | 7.929124 | 4.911758 | 4.902416 | -0.444442 | 2.741008 | 0.014098 | 233.540597 | 239.662866 | 303218.3440 | 287370 | 19443.56365 | -50.84430 | 2623.15281 | 17331.38268 | 6/30/2020 | 0.000830 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| 123497 | 847 | 6/30/2020 | 6/30/2021 | P4 | 0.0 | 65963 | 3460 | WV | 2 | 2021 | 2021Q2 | 0.0 | 0.0 | 0.0 | 0.0 | 7.424018 | 7.661005 | 5.012542 | 4.666498 | -0.145909 | 2.761038 | 0.013974 | 236.850303 | 242.423904 | 303707.2128 | 300927 | 19549.84498 | 211.50576 | -752.49530 | 17437.82142 | 6/30/2020 | 0.001037 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 123498 | 847 | 9/30/2020 | 12/31/2020 | P1 | 0.0 | 65613 | 3747 | WV | 4 | 2020 | 2020Q4 | 0.0 | 0.0 | 0.0 | 0.0 | 7.929124 | 9.086057 | 4.666498 | 4.933867 | 0.595237 | 2.775649 | 0.013593 | 230.248107 | 236.921858 | 304098.1200 | 278999 | 19698.92991 | -11.57153 | 121.75558 | 17245.34912 | 9/30/2020 | 0.001475 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 123499 | 847 | 9/30/2020 | 3/31/2021 | P2 | 0.0 | 65613 | 3747 | WV | 1 | 2021 | 2021Q1 | 0.0 | 0.0 | 0.0 | 0.0 | 7.661005 | 7.929124 | 4.911758 | 4.902416 | -0.444442 | 2.741008 | 0.014098 | 233.540597 | 239.662866 | 303218.3440 | 287370 | 19443.56365 | -50.84430 | 2623.15281 | 17331.38268 | 9/30/2020 | 0.000369 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 123500 | 847 | 9/30/2020 | 6/30/2021 | P3 | 0.0 | 65613 | 3747 | WV | 2 | 2021 | 2021Q2 | 0.0 | 0.0 | 0.0 | 0.0 | 7.424018 | 7.661005 | 5.012542 | 4.666498 | -0.145909 | 2.761038 | 0.013974 | 236.850303 | 242.423904 | 303707.2128 | 300927 | 19549.84498 | 211.50576 | -752.49530 | 17437.82142 | 9/30/2020 | 0.000461 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| 123501 | 847 | 12/31/2020 | 3/31/2021 | P1 | 0.0 | 67660 | 3523 | WV | 1 | 2021 | 2021Q1 | 0.0 | 0.0 | 0.0 | 0.0 | 7.661005 | 7.929124 | 4.911758 | 4.902416 | -0.444442 | 2.741008 | 0.014098 | 233.540597 | 239.662866 | 303218.3440 | 287370 | 19443.56365 | -50.84430 | 2623.15281 | 17331.38268 | 12/31/2020 | 0.000000 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 123502 | 847 | 12/31/2020 | 6/30/2021 | P2 | 0.0 | 67660 | 3523 | WV | 2 | 2021 | 2021Q2 | 0.0 | 0.0 | 0.0 | 0.0 | 7.424018 | 7.661005 | 5.012542 | 4.666498 | -0.145909 | 2.761038 | 0.013974 | 236.850303 | 242.423904 | 303707.2128 | 300927 | 19549.84498 | 211.50576 | -752.49530 | 17437.82142 | 12/31/2020 | 0.000000 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 123503 | 847 | 3/31/2021 | 6/30/2021 | P1 | 0.0 | 71254 | 3643 | WV | 2 | 2021 | 2021Q2 | 0.0 | 0.0 | 0.0 | 0.0 | 7.424018 | 7.661005 | 5.012542 | 4.666498 | -0.145909 | 2.761038 | 0.013974 | 236.850303 | 242.423904 | 303707.2128 | 300927 | 19549.84498 | 211.50576 | -752.49530 | 17437.82142 | 3/31/2021 | 0.000000 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |